Felix Mannhardt

81 papers A 7B 6C 1Misc 1Journal 24Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Control-flow Reconstruction Attacks on Business Process Models - (Extended Abstract). Modellierung Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Felix Mannhardt, Matthias Weidlich
2025	—	`conf`	Can Users Trust Process Mining? BIS Irina Tentina, Felix Mannhardt, Francesca Zerbato, Boudewijn F. van Dongen
2025	J	`jnl`	Decision boundaries in user journey event logs. Process Sci. Paul Kobialka, Einar Broch Johnsen, Felix Mannhardt, Silvia Lizeth Tapia Tarifa
2025	B	`conf`	Why Do Users Struggle to Get Insights from Process Mining? ICPM Irina Tentina, Francesca Zerbato, Felix Mannhardt, Boudewijn F. van Dongen
2024	J	`jnl`	Comparing Conformance Checking for Decision Mining: An Axiomatic Approach. IEEE Access Adam Banham, Arthur H. M. ter Hofstede, Sander J. J. Leemans, Felix Mannhardt, Robert Andrews, Moe Thandar Wynn
2024	B	`conf`	Control-Flow Reconstruction Attacks on Business Process Models. EDOC Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Felix Mannhardt, Matthias Weidlich
2024	J	`jnl`	Control-flow Reconstruction Attacks on Business Process Models. CoRR Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Felix Mannhardt, Matthias Weidlich
2024	—	`conf`	Customer journeys and process mining - challenges and opportunities. IESS Ragnhild Halvorsrud, Felix Mannhardt, Ophelia Prillard, Costas Boletsis
2024	B	`conf`	Decomposing Process Performance based on Actor Behavior. ICPM Eva L. Klijn, Irina Tentina, Dirk Fahland, Felix Mannhardt
2024	A	`conf`	Experience-Based Resource Allocation for Remaining Time Optimization. BPM Alessandro Padella, Felix Mannhardt, Francesco Vinci, Massimiliano de Leoni, Irene Vanderfeesten
2024	—	`conf`	Extending Genetic Process Discovery to Reveal Unfairness in Processes. ICPM Workshops Muskan, Felix Mannhardt, Boudewijn F. van Dongen
2024	A	`conf`	Multi-perspective Concept Drift Detection: Including the Actor Perspective. CAiSE Eva L. Klijn, Felix Mannhardt, Dirk Fahland
2024	—	`conf`	The CEKG: A Tool for Constructing Event Graphs in the Care Pathways of Multi-Morbid Patients. ICPM Doctoral Consortium / Demo Milad Naeimaei Aali, Felix Mannhardt, Pieter J. Toussaint
2024	J	`jnl`	The CEKG: A Tool for Constructing Event Graphs in the Care Pathways of Multi-Morbid Patients. CoRR Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint
2024	—	`conf`	The Quest for the Comprehensive Customer Journey - A Case Study from a C2C Marketplace. BPM (Blockchain and RPA Forum) Felix Mannhardt, Ragnhild Halvorsrud, Otas Meironas, Lasse Brurok
2023	—	`conf`	An Experiment on Transfer Learning for Suffix Prediction on Event Logs. Business Process Management Workshops Mathieu van Luijken, István Ketykó, Felix Mannhardt
2023	—	`conf`	Clinical Event Knowledge Graphs: Enriching Healthcare Event Data with Entities and Clinical Concepts - Research Paper. ICPM Workshops Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint
2023	—	`conf`	Event Knowledge Graphs for Auditing: A Case Study. ICPM Workshops Eva L. Klijn, Dennis Preuss, Lulzim Imeri, Florin Baumann, Felix Mannhardt, Dirk Fahland
2023	A	`conf`	Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve? BPM Massimiliano de Leoni, Francesco Vinci, Sander J. J. Leemans, Felix Mannhardt
2023	B	`conf`	Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking. Petri Nets Felix Mannhardt, Sander J. J. Leemans, Christopher T. Schwanen, Massimiliano de Leoni
2023	—	`ed.`	Proceedings of the Demonstration Track co-located with the International Conference on Cooperative Information Systems 2023, CoopIS 2023, Groningen, The Netherlands, October 30 - November 3, 2023. CoopIS (Demos) Felix Mannhardt, Nour Assy
2022	—	`conf`	Aggregating Event Knowledge Graphs for Task Analysis. ICPM Workshops Eva L. Klijn, Felix Mannhardt, Dirk Fahland
2022	—	`conf`	Building User Journey Games from Multi-party Event Logs. ICPM Workshops Paul Kobialka, Felix Mannhardt, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen
2022	—	`conf`	Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay - A Case Study. ICPM Workshops Annika L. Dubbeldam, István Ketykó, Renata Medeiros de Carvalho, Felix Mannhardt
2022	J	`jnl`	Privacy and Confidentiality in Process Mining: Threats and Research Challenges. ACM Trans. Manag. Inf. Syst. Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen
2022	J	`jnl`	Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato
2022	—	`ch.`	Responsible Process Mining. Process Mining Handbook Felix Mannhardt
2022	—	`conf`	Uncovering Complex Relations in Patient Pathways based on Statistics: the Impact of Clinical Actions. HICSS Jelmer Jan Koorn, Xixi Lu, Felix Mannhardt, Henrik Leopold, Hajo Alexander Reijers
2022	Misc	`conf`	What averages do not tell: predicting real life processes with sequential deep learning. SAC István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen
2021	—	`conf`	Classifying and Detecting Task Executions and Routines in Processes Using Event Graphs. BPM (Forum) Eva L. Klijn, Felix Mannhardt, Dirk Fahland
2021	J	`jnl`	Detection of batch activities from event logs. Inf. Syst. Niels Martin, Luise Pufahl, Felix Mannhardt
2021	—	`conf`	Discovering Care Pathways for Multi-morbid Patients Using Event Graphs. ICPM Workshops Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint
2021	J	`jnl`	Discovering care pathways for multi-morbid patients using event graphs. CoRR Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint
2021	—	`conf`	How Can a Service Provider Utilize Process Mining on Customer Journeys to Gain Actionable Insights for Service Delivery Improvements? BPM Industry Forum Mathias Hansson, Kristin Angel, Felix Mannhardt, Knut Kvale
2021	J	`jnl`	Privacy and Confidentiality in Process Mining - Threats and Research Challenges. CoRR Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen
2021	—	`conf`	Quantifying the Re-identification Risk in Published Process Models. ICPM Workshops Karim Maatouk, Felix Mannhardt
2021	—	`conf`	Smart Journey Mining for Improved Service Quality. SCC Ragnhild Halvorsrud, Felix Mannhardt, Einar Broch Johnsen, Silvia Lizeth Tapia Tarifa
2021	J	`jnl`	What Averages Do Not Tell - Predicting Real Life Processes with Sequential Deep Learning. CoRR István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen
2020	—	`conf`	Extensions to the bupaR Ecosystem: An Overview. ICPM Doctoral Consortium / Tools Gert Janssenswillen, Felix Mannhardt, Mathijs Creemers, Benoît Depaire, Mieke Jans, Leen Jooken, Niels Martin, Greg Van Houdt
2020	—	`conf`	Framework for Process Discovery from Sensor Data. EMISA Agnes Koschmider, Dominik Janssen, Felix Mannhardt
2020	—	`conf`	Process Model Discovery from Sensor Event Data. ICPM Workshops Dominik Janssen, Felix Mannhardt, Agnes Koschmider, Sebastiaan J. van Zelst
2020	J	`jnl`	Quantifying the Re-identication Risk of Event Logs for Process Mining. EMISA Forum Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
2020	A	`conf`	Quantifying the Re-identification Risk of Event Logs for Process Mining - Empiricial Evaluation Paper. CAiSE Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
2020	J	`jnl`	Quantifying the Re-identification Risk of Event Logs for Process Mining. CoRR Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
2020	J	`jnl`	Recommendations for enhancing the usability and understandability of process mining in healthcare. Artif. Intell. Medicine Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker
2020	J	`jnl`	Trust and Privacy in Process Analytics. Enterp. Model. Inf. Syst. Archit. Felix Mannhardt, Agnes Koschmider, Lars Biermann, Jana Lange, Florian Tschorsch, Moe Thandar Wynn
2019	J	`jnl`	A trust and privacy framework for smart manufacturing environments. J. Ambient Intell. Smart Environ. Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira
2019	—	`ch.`	Decision Discovery in Business Processes. Encyclopedia of Big Data Technologies Massimiliano de Leoni, Felix Mannhardt
2019	—	`conf`	Designing a Privacy Dashboard for a Smart Manufacturing Environment. I3E Workshops Felix Mannhardt, Manuel Oliveira, Sobah Abbas Petersen
2019	—	`conf`	Detailed Performance Diagnosis Based on Production Timestamps: A Case Study. APMS (1) Johannes Cornelis de Man, Felix Mannhardt
2019	—	`conf`	ELPaaS: Event Log Privacy as a Service. BPM (PhD/Demos) Martin Bauer, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Han van der Aa, Matthias Weidlich
2019	B	`conf`	Estimating the Impact of Incidents on Process Delay. ICPM Felix Mannhardt, Petter Arnesen, Andreas D. Landmark
2019	J	`jnl`	Privacy-Preserving Process Mining - Differential Privacy for Event Logs. Bus. Inf. Syst. Eng. Felix Mannhardt, Agnes Koschmider, Nathalie Baracaldo, Matthias Weidlich, Judith Michael
2019	J	`jnl`	Privacy-preserving Process Mining: Differential - Privacy for Event Logs (Extended Abstract). Inform. Spektrum Felix Mannhardt, Agnes Koschmider, Nathalie Baracaldo, Matthias Weidlich, Judith Michael
2019	J	`jnl`	Process Mining and Privacy in Smart Manufacturing. Inform. Spektrum Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira
2019	J	`jnl`	User Centered and Privacy-Driven Process Mining System Design - (Extended Abstract). Inform. Spektrum Judith Michael, Agnes Koschmider, Felix Mannhardt, Nathalie Baracaldo, Bernhard Rumpe
2019	—	`conf`	User-Centered and Privacy-Driven Process Mining System Design for IoT. CAiSE Forum Judith Michael, Agnes Koschmider, Felix Mannhardt, Nathalie Baracaldo, Bernhard Rumpe
2018	C	`conf`	A Framework to Navigate the Privacy Trade-offs for Human-Centred Manufacturing. PRO-VE Sobah Abbas Petersen, Felix Mannhardt, Manuel Fradinho Oliveira, Hans Torvatn
2018	—	`conf`	A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments. IDEAL (2) Felix Mannhardt, Riccardo Bovo, Manuel Fradinho Oliveira, Simon Julier
2018	J	`jnl`	Guided Process Discovery - A pattern-based approach. Inf. Syst. Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint
2018	—	`conf`	Multi-perspective Process Mining. BPM (Dissertation/Demos/Industry) Felix Mannhardt
2018	—	`conf`	On the Contextualization of Event-Activity Mappings. Business Process Management Workshops Agnes Koschmider, Felix Mannhardt, Tobias Heuser
2018	B	`conf`	Privacy Challenges for Process Mining in Human-Centered Industrial Environments. Intelligent Environments Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira
2018	—	`conf`	Revealing Work Practices in Hospitals Using Process Mining. MIE Felix Mannhardt, Pieter J. Toussaint
2017	—	`conf`	Analyzing the Trajectories of Patients with Sepsis using Process Mining. RADAR+EMISA@CAiSE Felix Mannhardt, Daan Blinde
2017	A	`conf`	Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs. CAiSE Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
2017	—	`conf`	Enhancing Process Models to Improve Business Performance: A Methodology and Case Studies. OTM Conferences (1) Marcus Dees, Massimiliano de Leoni, Felix Mannhardt
2017	J	`jnl`	From Low-Level Events to Activities - A Pattern-Based Approach. EMISA Forum Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint
2017	—	`conf`	Heuristic Mining Revamped: An Interactive, Data-aware, and Conformance-aware Miner. BPM (Demos) Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
2017	J	`jnl`	The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges. CoRR Christian Janiesch, Agnes Koschmider, Massimo Mecella, Barbara Weber, Andrea Burattin, Claudio Di Ciccio, Avigdor Gal, Udo Kannengiesser, Felix Mannhardt, Jan Mendling, Andreas Oberweis, Manfred Reichert, Stefanie Rinderle-Ma, Wenzhan Song, Jianwen Su, Victoria Torres, Matthias Weidlich, Mathias Weske, Liang Zhang
2017	—	`conf`	Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models. RADAR+EMISA@CAiSE Felix Mannhardt, Niek Tax
2017	J	`jnl`	Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models. CoRR Felix Mannhardt, Niek Tax
2016	J	`jnl`	Balanced multi-perspective checking of process conformance. Computing Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
2016	A	`conf`	Decision Mining Revisited - Discovering Overlapping Rules. CAiSE Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
2016	A	`conf`	From Low-Level Events to Activities - A Pattern-Based Approach. BPM Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint
2015	—	`conf`	Measuring the Precision of Multi-perspective Process Models. Business Process Management Workshops Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
2015	—	`conf`	On the Fragmentation of Process Information: Challenges, Solutions, and Outlook. BMMDS/EMMSAD Han van der Aa, Henrik Leopold, Felix Mannhardt, Hajo A. Reijers
2015	—	`conf`	The Multi-perspective Process Explorer. BPM (Demos) Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
2014	—	`conf`	Extending Process Logs with Events from Supplementary Sources. Business Process Management Workshops Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
2013	—	`conf`	Web-based Editor for YAWL. YAWL Symposium Felix Mannhardt
2012	—	`conf`	Detecting Approximate Clones in Process Model Repositories with Apromore. BPM (Demos) Chathura C. Ekanayake, Felix Mannhardt, Luciano García-Bañuelos, Marcello La Rosa, Marlon Dumas, Arthur H. M. ter Hofstede